Analyses

Setup

Loading and preparing data

### Import using haven
dat <-
  haven::read_sav(file.path(dataPath,
                            'database.orig.new labels.sav'));

### ... But convert to a data frame instead of a tibble, because,
### for example, length(unique(dat[, 'group'])) results in 1 instead
### of 2...
dat <- as.data.frame(dat);
dat <- haven::zap_label(dat);
dat <- haven::zap_labels(dat);

### Set group as factor
dat$group <-
  factor(dat$group,
         levels=1:2,
         labels=c("Alternative medicine",
                  "Medicine"));

dat$group_tri <-
  ifelse(dat$group=="Medicine",
         1,
         ifelse(dat$TCM6_simult < 3,
                2,
                ifelse(dat$TCM6_simult > 2,
                       3,
                       NA)));

dat$group_tri <-
  factor(dat$group_tri,
         levels=1:3,
         labels=c("Biomed",
                  "Alternative",
                  "Complementary"));
         
### Extract and store attitude variable names
attitudeVars <-
  grep('ATT1_',
       names(dat),
       value=TRUE);

Descriptives

ufs::cat0("\n\n### Group\n\n");
## 
## 
## ### Group
pander(userfriendlyscience::freq(dat$group));
  Frequencies Perc.Total Perc.Valid Cumulative
Alternative medicine 95 60.5 60.5 60.5
Medicine 62 39.5 39.5 100
Total valid 157 100 100 
ufs::cat0("\n\n### Missing values\n\n");
## 
## 
## ### Missing values
apply(is.na(dat[, attitudeVars]), 2, sum);
##                ATT1_1_ExerciseAndDiet 
##                                     0 
##                     ATT1_2_MustSuffer 
##                                     0 
##              ATT1_3_TrustInTradRemedy 
##                                     0 
##               ATT1_4_BodyMirrorToSoul 
##                                     0 
##           ATT1_5_DependsOnEnvironment 
##                                     0 
##             ATT1_6_IllnessIsImbalance 
##                                     0 
##                    ATT1_7_HealthyDiet 
##                                     0 
##                 ATT1_8_NeedTestResult 
##                                     0 
##            ATT1_9_MindHasStrongEffect 
##                                     0 
##           ATT1_10_AttractPplAndEvents 
##                                     0 
##                 ATT1_11_BodyRemembers 
##                                     0 
##              ATT1_12_WeakImmuneSystem 
##                                     0 
##           ATT1_13_ElectronicRadiation 
##                                     0 
##                 ATT1_14_Reincarnation 
##                                     0 
##          ATT1_15_TrustAncientRemedies 
##                                     0 
##           ATT1_16_EverythingConnected 
##                                     0 
##                  ATT1_17_SickByChance 
##                                     0 
##            ATT1_18_TreatsOnlySymptoms 
##                                     0 
##              ATT1_19_DoctorMustHealMe 
##                                     0 
##                 ATT1_20_HealingIsLuck 
##                                     0 
##      ATT1_21_IllnessBecauseOfEmotions 
##                                     0 
##                   ATT1_22_AvoidPharma 
##                                     0 
##               ATT1_23_NothingByChance 
##                                     0 
##         ATT1_24_IllnessBecauseOfGenes 
##                                     0 
##           ATT1_25_ChemotherapyHarmful 
##                                     0 
## ATT1_26_HealingResultOfEmoDevelopment 
##                                     0 
##         ATT1_27_EnergeticSystemInBody 
##                                     0 
##      ATT1_28_ConfrontingEmotionalProb 
##                                     0 
##       ATT1_29_RadiationTherapyHarmful 
##                                     0 
##             ATT1_30_MandatoryVaccines 
##                                     0 
##              ATT1_31_IllnessSymbology 
##                                     0 
##              ATT1_32_TrustWesternDocs 
##                                     0 
##         ATT1_33_SymptomsWillDisappear 
##                                     0 
##               ATT1_34_EnergyInEastern 
##                                     0 
##                ATT1_35_SeriousSymptom 
##                                     0 
##             ATT1_36_UnprocessedTrauma 
##                                     0 
##                      ATT1_37_NoBiopsy 
##                                     3 
##              ATT1_38_IllnessTeachesUs 
##                                     0 
##                   ATT1_39_OnlyNatural 
##                                     0 
## ATT1_40_StrongerComplaintsMeanHealing 
##                                     0
ufs::cat0("\n\n### Attitude\n\n");
## 
## 
## ### Attitude
ufs::meansComparisonDiamondPlot(dat,
                                rev(attitudeVars),
                                compareBy = 'group_tri',
                                comparisonColors = viridis::viridis(3,
                                                                    end=.7),
                                dataAlpha=.25);

Correlations

All attitude variables together

### Takes way too long, huge, etc
# GGally::ggpairs(dat[, attitudeVars]);

cors <- cor(dat[, attitudeVars],
            use='complete.obs');

knitr::kable(cors);
ATT1_1_ExerciseAndDiet ATT1_2_MustSuffer ATT1_3_TrustInTradRemedy ATT1_4_BodyMirrorToSoul ATT1_5_DependsOnEnvironment ATT1_6_IllnessIsImbalance ATT1_7_HealthyDiet ATT1_8_NeedTestResult ATT1_9_MindHasStrongEffect ATT1_10_AttractPplAndEvents ATT1_11_BodyRemembers ATT1_12_WeakImmuneSystem ATT1_13_ElectronicRadiation ATT1_14_Reincarnation ATT1_15_TrustAncientRemedies ATT1_16_EverythingConnected ATT1_17_SickByChance ATT1_18_TreatsOnlySymptoms ATT1_19_DoctorMustHealMe ATT1_20_HealingIsLuck ATT1_21_IllnessBecauseOfEmotions ATT1_22_AvoidPharma ATT1_23_NothingByChance ATT1_24_IllnessBecauseOfGenes ATT1_25_ChemotherapyHarmful ATT1_26_HealingResultOfEmoDevelopment ATT1_27_EnergeticSystemInBody ATT1_28_ConfrontingEmotionalProb ATT1_29_RadiationTherapyHarmful ATT1_30_MandatoryVaccines ATT1_31_IllnessSymbology ATT1_32_TrustWesternDocs ATT1_33_SymptomsWillDisappear ATT1_34_EnergyInEastern ATT1_35_SeriousSymptom ATT1_36_UnprocessedTrauma ATT1_37_NoBiopsy ATT1_38_IllnessTeachesUs ATT1_39_OnlyNatural ATT1_40_StrongerComplaintsMeanHealing
ATT1_1_ExerciseAndDiet 1.0000000 0.0054161 0.0687178 0.4206610 -0.0414439 0.2658708 0.2202788 -0.0967743 0.2122778 0.0760936 0.1892129 0.1034782 0.0197600 0.0730772 0.1222786 0.1458379 0.0062962 0.1090275 0.0362593 -0.1254873 0.2249561 0.1121921 0.1596211 -0.0164830 0.1906475 0.2045420 0.1596584 0.2316194 0.1872051 -0.0340306 0.1517998 -0.0290251 0.1898578 0.0832831 -0.1314154 0.0743992 0.0377949 0.1966049 0.1688695 0.1461166
ATT1_2_MustSuffer 0.0054161 1.0000000 0.0399843 0.1360426 0.3293624 0.0756668 -0.0443301 0.0252070 0.0776545 0.0814977 0.0262516 0.1212355 0.0694189 -0.0522676 -0.0062933 0.0418795 0.1082750 -0.0678401 0.0841814 -0.0273832 -0.0240271 -0.0610453 0.0322213 0.0786162 0.1472411 0.0347830 -0.0862025 -0.0507096 0.1495866 0.0462063 -0.0716466 -0.0212468 -0.0415685 -0.0987391 0.0115117 0.0925523 -0.0252680 -0.0220949 -0.0304308 -0.0737804
ATT1_3_TrustInTradRemedy 0.0687178 0.0399843 1.0000000 0.2249171 -0.0482545 0.2019742 0.0566226 -0.3493843 0.3472783 0.2674716 0.3485551 -0.0169306 0.1413999 0.3188806 0.4925796 0.2322353 -0.2312852 0.3851676 0.0061853 -0.2851330 0.2227620 0.3985563 0.3275579 -0.2124415 0.3874647 0.2926369 0.3538216 0.2801188 0.4184651 0.2686508 0.3136477 -0.5087061 0.1984842 0.2455830 -0.5663668 0.2266169 0.2334781 0.3287663 0.4951061 0.3783619
ATT1_4_BodyMirrorToSoul 0.4206610 0.1360426 0.2249171 1.0000000 0.2644718 0.4779496 0.2469704 -0.1773445 0.4429715 0.4876800 0.5360377 0.1440485 0.2358389 0.2801344 0.2823573 0.4375893 -0.0647945 0.2574385 -0.0264387 -0.1218190 0.4357582 0.2865663 0.4246552 -0.0219990 0.2648194 0.4122420 0.3586105 0.4398906 0.3409473 0.1974204 0.3989796 -0.1081250 0.4612814 0.3063318 -0.2116695 0.4052624 0.1882564 0.3545914 0.2240950 0.2303519
ATT1_5_DependsOnEnvironment -0.0414439 0.3293624 -0.0482545 0.2644718 1.0000000 0.1200548 -0.1975226 0.0830335 0.2045356 0.1821657 0.0094967 0.1873449 -0.0446195 -0.0713644 -0.0171854 0.0381642 0.2457939 -0.1112211 0.2337019 0.2034428 0.1415459 -0.1093726 0.0530034 0.2104045 -0.0806387 0.1341475 0.0425695 0.0881977 0.0095487 0.1065393 0.0068710 0.0294318 0.1044473 0.0123156 -0.0079130 0.0407223 0.1606185 0.0722145 -0.0351267 -0.0293130
ATT1_6_IllnessIsImbalance 0.2658708 0.0756668 0.2019742 0.4779496 0.1200548 1.0000000 0.2251774 -0.1567106 0.4942181 0.3714301 0.5247270 0.2674479 0.2621854 0.2540184 0.3298663 0.4027674 -0.1979819 0.3487299 -0.0609286 -0.1203476 0.5529565 0.3709777 0.4331098 0.0769675 0.3507904 0.4152025 0.4152410 0.4767843 0.3305618 0.2681004 0.5140983 -0.2432006 0.4812476 0.3079574 -0.2762678 0.5847060 0.1759754 0.4818995 0.2912395 0.2816260
ATT1_7_HealthyDiet 0.2202788 -0.0443301 0.0566226 0.2469704 -0.1975226 0.2251774 1.0000000 -0.0577381 0.1661579 0.0937240 0.2816853 0.0937958 0.2443342 0.1965104 0.0586149 0.0950937 -0.1742249 0.1239174 -0.2131927 -0.0270183 0.1236547 0.2317797 0.1740472 -0.1791752 0.1441873 0.1831216 0.2162358 0.1749697 0.1290462 0.0485263 0.2555365 -0.0503647 0.1477357 0.0778997 -0.1119189 0.2489982 0.0698320 0.2527524 0.1982211 0.1957129
ATT1_8_NeedTestResult -0.0967743 0.0252070 -0.3493843 -0.1773445 0.0830335 -0.1567106 -0.0577381 1.0000000 -0.0520796 -0.1485616 -0.1486377 0.0247272 -0.0167402 -0.1849931 -0.2613940 -0.1658542 0.0969698 -0.2789160 0.2018276 0.1247677 -0.1018884 -0.2362467 -0.2229017 0.1715445 -0.2803159 -0.1360690 -0.2433245 -0.2243612 -0.2923480 -0.1034996 -0.2434594 0.3172283 -0.1670566 -0.1592532 0.4402867 -0.0444246 -0.0619809 -0.1714422 -0.2775466 -0.1582221
ATT1_9_MindHasStrongEffect 0.2122778 0.0776545 0.3472783 0.4429715 0.2045356 0.4942181 0.1661579 -0.0520796 1.0000000 0.5022850 0.5206856 0.1789726 0.2818216 0.4038429 0.3913952 0.4459452 -0.2293779 0.3244870 -0.0896558 -0.0758399 0.5388819 0.3928680 0.5244709 0.0436545 0.3016080 0.4885815 0.4698365 0.5385189 0.3117382 0.2482769 0.4417475 -0.2520904 0.4397829 0.3413725 -0.3279419 0.4854531 0.2312013 0.4841892 0.2979948 0.3670536
ATT1_10_AttractPplAndEvents 0.0760936 0.0814977 0.2674716 0.4876800 0.1821657 0.3714301 0.0937240 -0.1485616 0.5022850 1.0000000 0.5235645 0.0993749 0.3326897 0.4626649 0.3811754 0.6130047 -0.2588225 0.3476191 -0.0997466 -0.1291992 0.4452941 0.2820609 0.5811317 -0.1367010 0.2825817 0.4091527 0.5430469 0.4736931 0.3240820 0.1639470 0.5365687 -0.2417653 0.3960050 0.4959991 -0.2776490 0.4367480 0.1414104 0.4262265 0.2030081 0.2852613
ATT1_11_BodyRemembers 0.1892129 0.0262516 0.3485551 0.5360377 0.0094967 0.5247270 0.2816853 -0.1486377 0.5206856 0.5235645 1.0000000 0.1312519 0.4138740 0.4764432 0.4066875 0.5147970 -0.2925920 0.3803597 -0.1579940 -0.1256117 0.4898779 0.4032909 0.5287270 -0.0610542 0.3346039 0.4876131 0.6052014 0.5692964 0.3485249 0.3349171 0.6052088 -0.1897516 0.5295881 0.4972222 -0.3124592 0.5754526 0.2825870 0.5686156 0.3657404 0.3253450
ATT1_12_WeakImmuneSystem 0.1034782 0.1212355 -0.0169306 0.1440485 0.1873449 0.2674479 0.0937958 0.0247272 0.1789726 0.0993749 0.1312519 1.0000000 0.2752603 0.0479077 0.0835712 0.0297011 -0.0034640 -0.0055184 0.2857657 -0.0617796 0.3200732 0.1321390 0.0471601 0.3381754 0.1719405 0.1731542 0.0834863 0.2514190 0.2075617 0.0926864 0.1847677 0.1109876 0.2273381 -0.0116188 -0.0983390 0.1690157 -0.0084918 0.2326579 0.0926467 0.0946424
ATT1_13_ElectronicRadiation 0.0197600 0.0694189 0.1413999 0.2358389 -0.0446195 0.2621854 0.2443342 -0.0167402 0.2818216 0.3326897 0.4138740 0.2752603 1.0000000 0.3555378 0.3075953 0.3902444 -0.0504260 0.1899664 -0.1472693 0.0383195 0.3629332 0.3639161 0.3729933 0.0443294 0.2510667 0.3453951 0.4484465 0.4734375 0.2937201 0.2040601 0.4658634 -0.1298798 0.2325318 0.3497912 -0.2163133 0.4491260 0.1815445 0.4567256 0.2382258 0.2388390
ATT1_14_Reincarnation 0.0730772 -0.0522676 0.3188806 0.2801344 -0.0713644 0.2540184 0.1965104 -0.1849931 0.4038429 0.4626649 0.4764432 0.0479077 0.3555378 1.0000000 0.4727992 0.4949819 -0.3822183 0.3720714 -0.2446042 -0.0097380 0.3700497 0.4332687 0.5763142 -0.1813892 0.3351660 0.4559591 0.6405835 0.5220288 0.3426169 0.1475878 0.5489846 -0.2995215 0.3574128 0.4116090 -0.3735119 0.4033991 0.2505121 0.5153787 0.4316867 0.4462609
ATT1_15_TrustAncientRemedies 0.1222786 -0.0062933 0.4925796 0.2823573 -0.0171854 0.3298663 0.0586149 -0.2613940 0.3913952 0.3811754 0.4066875 0.0835712 0.3075953 0.4727992 1.0000000 0.3855192 -0.1294319 0.5828173 0.0266763 -0.0932796 0.3212942 0.5331970 0.4771336 -0.0234370 0.4961676 0.4796036 0.5500308 0.5508476 0.5334350 0.1872026 0.4559673 -0.5413175 0.3699070 0.4266635 -0.5217664 0.3437206 0.4094316 0.5057373 0.5679982 0.4669802
ATT1_16_EverythingConnected 0.1458379 0.0418795 0.2322353 0.4375893 0.0381642 0.4027674 0.0950937 -0.1658542 0.4459452 0.6130047 0.5147970 0.0297011 0.3902444 0.4949819 0.3855192 1.0000000 -0.2424026 0.3139141 -0.2041912 -0.1176678 0.4198273 0.3257879 0.6619870 -0.1473315 0.2552401 0.3279818 0.5174101 0.4652473 0.2701384 0.2323531 0.5316003 -0.1862762 0.4002202 0.4271042 -0.2537242 0.4837864 0.1709845 0.4959438 0.2240387 0.2465442
ATT1_17_SickByChance 0.0062962 0.1082750 -0.2312852 -0.0647945 0.2457939 -0.1979819 -0.1742249 0.0969698 -0.2293779 -0.2588225 -0.2925920 -0.0034640 -0.0504260 -0.3822183 -0.1294319 -0.2424026 1.0000000 -0.0547868 0.2497055 0.2709308 -0.1708978 -0.1182007 -0.2521696 0.2942955 -0.0583775 -0.0383939 -0.1873298 -0.0814155 -0.0474106 -0.2829891 -0.3211128 0.2435520 -0.1002422 -0.0726241 0.1893255 -0.2876047 -0.0235375 -0.1934261 -0.1167337 -0.0729482
ATT1_18_TreatsOnlySymptoms 0.1090275 -0.0678401 0.3851676 0.2574385 -0.1112211 0.3487299 0.1239174 -0.2789160 0.3244870 0.3476191 0.3803597 -0.0055184 0.1899664 0.3720714 0.5828173 0.3139141 -0.0547868 1.0000000 -0.0509052 -0.0661100 0.3849268 0.4861793 0.4526995 -0.0914244 0.5365594 0.4514097 0.5846754 0.4430940 0.4434167 0.1410178 0.4160762 -0.5366664 0.4022170 0.3760035 -0.4209134 0.2675946 0.3751284 0.4160301 0.4353256 0.3681333
ATT1_19_DoctorMustHealMe 0.0362593 0.0841814 0.0061853 -0.0264387 0.2337019 -0.0609286 -0.2131927 0.2018276 -0.0896558 -0.0997466 -0.1579940 0.2857657 -0.1472693 -0.2446042 0.0266763 -0.2041912 0.2497055 -0.0509052 1.0000000 0.1102324 -0.0046624 -0.0665886 -0.2321891 0.3033737 0.0750817 0.0334014 -0.1645822 -0.0908550 0.1426962 -0.1049117 -0.1679975 0.0919329 -0.0536017 -0.1017156 0.0349323 -0.1275742 0.0517993 -0.0990084 0.0563547 -0.1921637
ATT1_20_HealingIsLuck -0.1254873 -0.0273832 -0.2851330 -0.1218190 0.2034428 -0.1203476 -0.0270183 0.1247677 -0.0758399 -0.1291992 -0.1256117 -0.0617796 0.0383195 -0.0097380 -0.0932796 -0.1176678 0.2709308 -0.0661100 0.1102324 1.0000000 -0.0613623 -0.1051493 0.0239701 0.1910189 -0.1271732 0.1051900 0.0429204 -0.0055617 -0.1255844 -0.1137934 -0.0714842 0.1369722 0.0012417 -0.0746562 0.2071352 -0.0280356 0.2436418 0.0034805 -0.0795954 -0.0577502
ATT1_21_IllnessBecauseOfEmotions 0.2249561 -0.0240271 0.2227620 0.4357582 0.1415459 0.5529565 0.1236547 -0.1018884 0.5388819 0.4452941 0.4898779 0.3200732 0.3629332 0.3700497 0.3212942 0.4198273 -0.1708978 0.3849268 -0.0046624 -0.0613623 1.0000000 0.3456913 0.4929943 0.1545845 0.3394108 0.6272069 0.5051314 0.6357904 0.3311708 0.2190891 0.6680852 -0.1926746 0.6436437 0.4242667 -0.1779632 0.5839249 0.2156674 0.5067599 0.2591468 0.3053829
ATT1_22_AvoidPharma 0.1121921 -0.0610453 0.3985563 0.2865663 -0.1093726 0.3709777 0.2317797 -0.2362467 0.3928680 0.2820609 0.4032909 0.1321390 0.3639161 0.4332687 0.5331970 0.3257879 -0.1182007 0.4861793 -0.0665886 -0.1051493 0.3456913 1.0000000 0.4738300 -0.0700838 0.4079969 0.4069011 0.4521505 0.4431287 0.4472165 0.2537590 0.4735388 -0.4527800 0.3351502 0.2885399 -0.5089255 0.4088550 0.2789144 0.4196286 0.5995711 0.4623255
ATT1_23_NothingByChance 0.1596211 0.0322213 0.3275579 0.4246552 0.0530034 0.4331098 0.1740472 -0.2229017 0.5244709 0.5811317 0.5287270 0.0471601 0.3729933 0.5763142 0.4771336 0.6619870 -0.2521696 0.4526995 -0.2321891 0.0239701 0.4929943 0.4738300 1.0000000 0.0109790 0.3681791 0.5088340 0.5826668 0.5841888 0.4133183 0.1754654 0.6537926 -0.2934296 0.4506522 0.3769215 -0.3170201 0.4871373 0.2807297 0.6780911 0.3021821 0.4063435
ATT1_24_IllnessBecauseOfGenes -0.0164830 0.0786162 -0.2124415 -0.0219990 0.2104045 0.0769675 -0.1791752 0.1715445 0.0436545 -0.1367010 -0.0610542 0.3381754 0.0443294 -0.1813892 -0.0234370 -0.1473315 0.2942955 -0.0914244 0.3033737 0.1910189 0.1545845 -0.0700838 0.0109790 1.0000000 -0.0270229 0.2135496 -0.1242561 0.0472935 -0.0074568 0.0309905 -0.0371198 0.1354120 0.0457838 -0.1547928 0.1830111 0.0267491 0.0755117 -0.0103802 -0.1452718 -0.1160408
ATT1_25_ChemotherapyHarmful 0.1906475 0.1472411 0.3874647 0.2648194 -0.0806387 0.3507904 0.1441873 -0.2803159 0.3016080 0.2825817 0.3346039 0.1719405 0.2510667 0.3351660 0.4961676 0.2552401 -0.0583775 0.5365594 0.0750817 -0.1271732 0.3394108 0.4079969 0.3681791 -0.0270229 1.0000000 0.4546396 0.4015689 0.4160576 0.8428863 0.1613083 0.3700511 -0.3874451 0.3426574 0.1531717 -0.3829592 0.3390217 0.2844477 0.3859409 0.4599611 0.3060069
ATT1_26_HealingResultOfEmoDevelopment 0.2045420 0.0347830 0.2926369 0.4122420 0.1341475 0.4152025 0.1831216 -0.1360690 0.4885815 0.4091527 0.4876131 0.1731542 0.3453951 0.4559591 0.4796036 0.3279818 -0.0383939 0.4514097 0.0334014 0.1051900 0.6272069 0.4069011 0.5088340 0.2135496 0.4546396 1.0000000 0.5238756 0.6860565 0.4238871 0.2454408 0.6083206 -0.2645614 0.6146357 0.4278928 -0.3004552 0.4424484 0.3652104 0.6161122 0.3447994 0.3893012
ATT1_27_EnergeticSystemInBody 0.1596584 -0.0862025 0.3538216 0.3586105 0.0425695 0.4152410 0.2162358 -0.2433245 0.4698365 0.5430469 0.6052014 0.0834863 0.4484465 0.6405835 0.5500308 0.5174101 -0.1873298 0.5846754 -0.1645822 0.0429204 0.5051314 0.4521505 0.5826668 -0.1242561 0.4015689 0.5238756 1.0000000 0.7000795 0.3820224 0.2271138 0.6132902 -0.3120822 0.5348839 0.6521425 -0.4546381 0.5079048 0.4149599 0.6549123 0.4553830 0.4556764
ATT1_28_ConfrontingEmotionalProb 0.2316194 -0.0507096 0.2801188 0.4398906 0.0881977 0.4767843 0.1749697 -0.2243612 0.5385189 0.4736931 0.5692964 0.2514190 0.4734375 0.5220288 0.5508476 0.4652473 -0.0814155 0.4430940 -0.0908550 -0.0055617 0.6357904 0.4431287 0.5841888 0.0472935 0.4160576 0.6860565 0.7000795 1.0000000 0.4046572 0.2143869 0.6510185 -0.2109775 0.7099183 0.5365014 -0.3740117 0.5366858 0.3231583 0.6910299 0.3852736 0.4165323
ATT1_29_RadiationTherapyHarmful 0.1872051 0.1495866 0.4184651 0.3409473 0.0095487 0.3305618 0.1290462 -0.2923480 0.3117382 0.3240820 0.3485249 0.2075617 0.2937201 0.3426169 0.5334350 0.2701384 -0.0474106 0.4434167 0.1426962 -0.1255844 0.3311708 0.4472165 0.4133183 -0.0074568 0.8428863 0.4238871 0.3820224 0.4046572 1.0000000 0.1547363 0.3815457 -0.3602146 0.3113579 0.1294614 -0.4278274 0.3487336 0.2931028 0.4152680 0.5058298 0.3417558
ATT1_30_MandatoryVaccines -0.0340306 0.0462063 0.2686508 0.1974204 0.1065393 0.2681004 0.0485263 -0.1034996 0.2482769 0.1639470 0.3349171 0.0926864 0.2040601 0.1475878 0.1872026 0.2323531 -0.2829891 0.1410178 -0.1049117 -0.1137934 0.2190891 0.2537590 0.1754654 0.0309905 0.1613083 0.2454408 0.2271138 0.2143869 0.1547363 1.0000000 0.1954700 -0.3064897 0.1714389 0.0793773 -0.2846922 0.2840609 0.3333933 0.2076523 0.2054123 0.1289035
ATT1_31_IllnessSymbology 0.1517998 -0.0716466 0.3136477 0.3989796 0.0068710 0.5140983 0.2555365 -0.2434594 0.4417475 0.5365687 0.6052088 0.1847677 0.4658634 0.5489846 0.4559673 0.5316003 -0.3211128 0.4160762 -0.1679975 -0.0714842 0.6680852 0.4735388 0.6537926 -0.0371198 0.3700511 0.6083206 0.6132902 0.6510185 0.3815457 0.1954700 1.0000000 -0.2869571 0.5645111 0.4660545 -0.3801909 0.5500127 0.1790779 0.6952910 0.4007775 0.4305977
ATT1_32_TrustWesternDocs -0.0290251 -0.0212468 -0.5087061 -0.1081250 0.0294318 -0.2432006 -0.0503647 0.3172283 -0.2520904 -0.2417653 -0.1897516 0.1109876 -0.1298798 -0.2995215 -0.5413175 -0.1862762 0.2435520 -0.5366664 0.0919329 0.1369722 -0.1926746 -0.4527800 -0.2934296 0.1354120 -0.3874451 -0.2645614 -0.3120822 -0.2109775 -0.3602146 -0.3064897 -0.2869571 1.0000000 -0.0889459 -0.1661708 0.5801770 -0.1927122 -0.3233230 -0.2108713 -0.4836589 -0.1966027
ATT1_33_SymptomsWillDisappear 0.1898578 -0.0415685 0.1984842 0.4612814 0.1044473 0.4812476 0.1477357 -0.1670566 0.4397829 0.3960050 0.5295881 0.2273381 0.2325318 0.3574128 0.3699070 0.4002202 -0.1002422 0.4022170 -0.0536017 0.0012417 0.6436437 0.3351502 0.4506522 0.0457838 0.3426574 0.6146357 0.5348839 0.7099183 0.3113579 0.1714389 0.5645111 -0.0889459 1.0000000 0.4559997 -0.2067542 0.5295790 0.2502046 0.6034346 0.3033756 0.3195752
ATT1_34_EnergyInEastern 0.0832831 -0.0987391 0.2455830 0.3063318 0.0123156 0.3079574 0.0778997 -0.1592532 0.3413725 0.4959991 0.4972222 -0.0116188 0.3497912 0.4116090 0.4266635 0.4271042 -0.0726241 0.3760035 -0.1017156 -0.0746562 0.4242667 0.2885399 0.3769215 -0.1547928 0.1531717 0.4278928 0.6521425 0.5365014 0.1294614 0.0793773 0.4660545 -0.1661708 0.4559997 1.0000000 -0.2287806 0.3951118 0.1294561 0.4327702 0.2773837 0.2903717
ATT1_35_SeriousSymptom -0.1314154 0.0115117 -0.5663668 -0.2116695 -0.0079130 -0.2762678 -0.1119189 0.4402867 -0.3279419 -0.2776490 -0.3124592 -0.0983390 -0.2163133 -0.3735119 -0.5217664 -0.2537242 0.1893255 -0.4209134 0.0349323 0.2071352 -0.1779632 -0.5089255 -0.3170201 0.1830111 -0.3829592 -0.3004552 -0.4546381 -0.3740117 -0.4278274 -0.2846922 -0.3801909 0.5801770 -0.2067542 -0.2287806 1.0000000 -0.1848200 -0.2706797 -0.3907500 -0.6067400 -0.4759387
ATT1_36_UnprocessedTrauma 0.0743992 0.0925523 0.2266169 0.4052624 0.0407223 0.5847060 0.2489982 -0.0444246 0.4854531 0.4367480 0.5754526 0.1690157 0.4491260 0.4033991 0.3437206 0.4837864 -0.2876047 0.2675946 -0.1275742 -0.0280356 0.5839249 0.4088550 0.4871373 0.0267491 0.3390217 0.4424484 0.5079048 0.5366858 0.3487336 0.2840609 0.5500127 -0.1927122 0.5295790 0.3951118 -0.1848200 1.0000000 0.1900231 0.5531866 0.3412182 0.3970854
ATT1_37_NoBiopsy 0.0377949 -0.0252680 0.2334781 0.1882564 0.1606185 0.1759754 0.0698320 -0.0619809 0.2312013 0.1414104 0.2825870 -0.0084918 0.1815445 0.2505121 0.4094316 0.1709845 -0.0235375 0.3751284 0.0517993 0.2436418 0.2156674 0.2789144 0.2807297 0.0755117 0.2844477 0.3652104 0.4149599 0.3231583 0.2931028 0.3333933 0.1790779 -0.3233230 0.2502046 0.1294561 -0.2706797 0.1900231 1.0000000 0.4094720 0.2964953 0.1801603
ATT1_38_IllnessTeachesUs 0.1966049 -0.0220949 0.3287663 0.3545914 0.0722145 0.4818995 0.2527524 -0.1714422 0.4841892 0.4262265 0.5686156 0.2326579 0.4567256 0.5153787 0.5057373 0.4959438 -0.1934261 0.4160301 -0.0990084 0.0034805 0.5067599 0.4196286 0.6780911 -0.0103802 0.3859409 0.6161122 0.6549123 0.6910299 0.4152680 0.2076523 0.6952910 -0.2108713 0.6034346 0.4327702 -0.3907500 0.5531866 0.4094720 1.0000000 0.3786605 0.5594566
ATT1_39_OnlyNatural 0.1688695 -0.0304308 0.4951061 0.2240950 -0.0351267 0.2912395 0.1982211 -0.2775466 0.2979948 0.2030081 0.3657404 0.0926467 0.2382258 0.4316867 0.5679982 0.2240387 -0.1167337 0.4353256 0.0563547 -0.0795954 0.2591468 0.5995711 0.3021821 -0.1452718 0.4599611 0.3447994 0.4553830 0.3852736 0.5058298 0.2054123 0.4007775 -0.4836589 0.3033756 0.2773837 -0.6067400 0.3412182 0.2964953 0.3786605 1.0000000 0.5112160
ATT1_40_StrongerComplaintsMeanHealing 0.1461166 -0.0737804 0.3783619 0.2303519 -0.0293130 0.2816260 0.1957129 -0.1582221 0.3670536 0.2852613 0.3253450 0.0946424 0.2388390 0.4462609 0.4669802 0.2465442 -0.0729482 0.3681333 -0.1921637 -0.0577502 0.3053829 0.4623255 0.4063435 -0.1160408 0.3060069 0.3893012 0.4556764 0.4165323 0.3417558 0.1289035 0.4305977 -0.1966027 0.3195752 0.2903717 -0.4759387 0.3970854 0.1801603 0.5594566 0.5112160 1.0000000 
### http://www.sthda.com/english/wiki/ggcorrplot-visualization-of-a-correlation-matrix-using-ggplot2
                
ggcorrplot::ggcorrplot(cors);

ggcorrplot::ggcorrplot(cors,
                       method = "circle");

ggcorrplot(cors,
           hc.order = TRUE,
           outline.col = "white")

ggcorrplot::ggcorrplot(cors,
                       lab = TRUE);

Pairwise scatterplots

for (xAxisVar in attitudeVars) {

  ufs::cat0("\n\n#### ", xAxisVar,
            " {.tabset .tabset-fade .tabset-pills}\n\n");

  for (yAxisVar in tail(attitudeVars, -1)) {

    ### Only for 'half the matrix'
    if (which(attitudeVars == yAxisVar) >
        which(attitudeVars == xAxisVar)) {
      ufs::cat0("\n\n##### ", yAxisVar,
                "\n\n");
      print(ggplot2::ggplot(data=dat,
                            mapping=ggplot2::aes_string(x=xAxisVar,
                                                        y=yAxisVar,
                                                        color='group_tri')) +
              geom_jitter(size=3) +
              theme_minimal());
    }
  }
}

ATT1_1_ExerciseAndDiet

ATT1_2_MustSuffer

ATT1_3_TrustInTradRemedy

ATT1_4_BodyMirrorToSoul

ATT1_5_DependsOnEnvironment

ATT1_6_IllnessIsImbalance

ATT1_7_HealthyDiet

ATT1_8_NeedTestResult

ATT1_9_MindHasStrongEffect

ATT1_10_AttractPplAndEvents

ATT1_11_BodyRemembers

ATT1_12_WeakImmuneSystem

ATT1_13_ElectronicRadiation

ATT1_14_Reincarnation

ATT1_15_TrustAncientRemedies

ATT1_16_EverythingConnected

ATT1_17_SickByChance

ATT1_18_TreatsOnlySymptoms

ATT1_19_DoctorMustHealMe

ATT1_20_HealingIsLuck

ATT1_21_IllnessBecauseOfEmotions

ATT1_22_AvoidPharma

ATT1_23_NothingByChance

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_2_MustSuffer

ATT1_3_TrustInTradRemedy

ATT1_4_BodyMirrorToSoul

ATT1_5_DependsOnEnvironment

ATT1_6_IllnessIsImbalance

ATT1_7_HealthyDiet

ATT1_8_NeedTestResult

ATT1_9_MindHasStrongEffect

ATT1_10_AttractPplAndEvents

ATT1_11_BodyRemembers

ATT1_12_WeakImmuneSystem

ATT1_13_ElectronicRadiation

ATT1_14_Reincarnation

ATT1_15_TrustAncientRemedies

ATT1_16_EverythingConnected

ATT1_17_SickByChance

ATT1_18_TreatsOnlySymptoms

ATT1_19_DoctorMustHealMe

ATT1_20_HealingIsLuck

ATT1_21_IllnessBecauseOfEmotions

ATT1_22_AvoidPharma

ATT1_23_NothingByChance

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_3_TrustInTradRemedy

ATT1_4_BodyMirrorToSoul

ATT1_5_DependsOnEnvironment

ATT1_6_IllnessIsImbalance

ATT1_7_HealthyDiet

ATT1_8_NeedTestResult

ATT1_9_MindHasStrongEffect

ATT1_10_AttractPplAndEvents

ATT1_11_BodyRemembers

ATT1_12_WeakImmuneSystem

ATT1_13_ElectronicRadiation

ATT1_14_Reincarnation

ATT1_15_TrustAncientRemedies

ATT1_16_EverythingConnected

ATT1_17_SickByChance

ATT1_18_TreatsOnlySymptoms

ATT1_19_DoctorMustHealMe

ATT1_20_HealingIsLuck

ATT1_21_IllnessBecauseOfEmotions

ATT1_22_AvoidPharma

ATT1_23_NothingByChance

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_4_BodyMirrorToSoul

ATT1_5_DependsOnEnvironment

ATT1_6_IllnessIsImbalance

ATT1_7_HealthyDiet

ATT1_8_NeedTestResult

ATT1_9_MindHasStrongEffect

ATT1_10_AttractPplAndEvents

ATT1_11_BodyRemembers

ATT1_12_WeakImmuneSystem

ATT1_13_ElectronicRadiation

ATT1_14_Reincarnation

ATT1_15_TrustAncientRemedies

ATT1_16_EverythingConnected

ATT1_17_SickByChance

ATT1_18_TreatsOnlySymptoms

ATT1_19_DoctorMustHealMe

ATT1_20_HealingIsLuck

ATT1_21_IllnessBecauseOfEmotions

ATT1_22_AvoidPharma

ATT1_23_NothingByChance

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_5_DependsOnEnvironment

ATT1_6_IllnessIsImbalance

ATT1_7_HealthyDiet

ATT1_8_NeedTestResult

ATT1_9_MindHasStrongEffect

ATT1_10_AttractPplAndEvents

ATT1_11_BodyRemembers

ATT1_12_WeakImmuneSystem

ATT1_13_ElectronicRadiation

ATT1_14_Reincarnation

ATT1_15_TrustAncientRemedies

ATT1_16_EverythingConnected

ATT1_17_SickByChance

ATT1_18_TreatsOnlySymptoms

ATT1_19_DoctorMustHealMe

ATT1_20_HealingIsLuck

ATT1_21_IllnessBecauseOfEmotions

ATT1_22_AvoidPharma

ATT1_23_NothingByChance

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_6_IllnessIsImbalance

ATT1_7_HealthyDiet

ATT1_8_NeedTestResult

ATT1_9_MindHasStrongEffect

ATT1_10_AttractPplAndEvents

ATT1_11_BodyRemembers

ATT1_12_WeakImmuneSystem

ATT1_13_ElectronicRadiation

ATT1_14_Reincarnation

ATT1_15_TrustAncientRemedies

ATT1_16_EverythingConnected

ATT1_17_SickByChance

ATT1_18_TreatsOnlySymptoms

ATT1_19_DoctorMustHealMe

ATT1_20_HealingIsLuck

ATT1_21_IllnessBecauseOfEmotions

ATT1_22_AvoidPharma

ATT1_23_NothingByChance

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_7_HealthyDiet

ATT1_8_NeedTestResult

ATT1_9_MindHasStrongEffect

ATT1_10_AttractPplAndEvents

ATT1_11_BodyRemembers

ATT1_12_WeakImmuneSystem

ATT1_13_ElectronicRadiation

ATT1_14_Reincarnation

ATT1_15_TrustAncientRemedies

ATT1_16_EverythingConnected

ATT1_17_SickByChance

ATT1_18_TreatsOnlySymptoms

ATT1_19_DoctorMustHealMe

ATT1_20_HealingIsLuck

ATT1_21_IllnessBecauseOfEmotions

ATT1_22_AvoidPharma

ATT1_23_NothingByChance

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_8_NeedTestResult

ATT1_9_MindHasStrongEffect

ATT1_10_AttractPplAndEvents

ATT1_11_BodyRemembers

ATT1_12_WeakImmuneSystem

ATT1_13_ElectronicRadiation

ATT1_14_Reincarnation

ATT1_15_TrustAncientRemedies

ATT1_16_EverythingConnected

ATT1_17_SickByChance

ATT1_18_TreatsOnlySymptoms

ATT1_19_DoctorMustHealMe

ATT1_20_HealingIsLuck

ATT1_21_IllnessBecauseOfEmotions

ATT1_22_AvoidPharma

ATT1_23_NothingByChance

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_9_MindHasStrongEffect

ATT1_10_AttractPplAndEvents

ATT1_11_BodyRemembers

ATT1_12_WeakImmuneSystem

ATT1_13_ElectronicRadiation

ATT1_14_Reincarnation

ATT1_15_TrustAncientRemedies

ATT1_16_EverythingConnected

ATT1_17_SickByChance

ATT1_18_TreatsOnlySymptoms

ATT1_19_DoctorMustHealMe

ATT1_20_HealingIsLuck

ATT1_21_IllnessBecauseOfEmotions

ATT1_22_AvoidPharma

ATT1_23_NothingByChance

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_10_AttractPplAndEvents

ATT1_11_BodyRemembers

ATT1_12_WeakImmuneSystem

ATT1_13_ElectronicRadiation

ATT1_14_Reincarnation

ATT1_15_TrustAncientRemedies

ATT1_16_EverythingConnected

ATT1_17_SickByChance

ATT1_18_TreatsOnlySymptoms

ATT1_19_DoctorMustHealMe

ATT1_20_HealingIsLuck

ATT1_21_IllnessBecauseOfEmotions

ATT1_22_AvoidPharma

ATT1_23_NothingByChance

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_11_BodyRemembers

ATT1_12_WeakImmuneSystem

ATT1_13_ElectronicRadiation

ATT1_14_Reincarnation

ATT1_15_TrustAncientRemedies

ATT1_16_EverythingConnected

ATT1_17_SickByChance

ATT1_18_TreatsOnlySymptoms

ATT1_19_DoctorMustHealMe

ATT1_20_HealingIsLuck

ATT1_21_IllnessBecauseOfEmotions

ATT1_22_AvoidPharma

ATT1_23_NothingByChance

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_12_WeakImmuneSystem

ATT1_13_ElectronicRadiation

ATT1_14_Reincarnation

ATT1_15_TrustAncientRemedies

ATT1_16_EverythingConnected

ATT1_17_SickByChance

ATT1_18_TreatsOnlySymptoms

ATT1_19_DoctorMustHealMe

ATT1_20_HealingIsLuck

ATT1_21_IllnessBecauseOfEmotions

ATT1_22_AvoidPharma

ATT1_23_NothingByChance

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_13_ElectronicRadiation

ATT1_14_Reincarnation

ATT1_15_TrustAncientRemedies

ATT1_16_EverythingConnected

ATT1_17_SickByChance

ATT1_18_TreatsOnlySymptoms

ATT1_19_DoctorMustHealMe

ATT1_20_HealingIsLuck

ATT1_21_IllnessBecauseOfEmotions

ATT1_22_AvoidPharma

ATT1_23_NothingByChance

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_14_Reincarnation

ATT1_15_TrustAncientRemedies

ATT1_16_EverythingConnected

ATT1_17_SickByChance

ATT1_18_TreatsOnlySymptoms

ATT1_19_DoctorMustHealMe

ATT1_20_HealingIsLuck

ATT1_21_IllnessBecauseOfEmotions

ATT1_22_AvoidPharma

ATT1_23_NothingByChance

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_15_TrustAncientRemedies

ATT1_16_EverythingConnected

ATT1_17_SickByChance

ATT1_18_TreatsOnlySymptoms

ATT1_19_DoctorMustHealMe

ATT1_20_HealingIsLuck

ATT1_21_IllnessBecauseOfEmotions

ATT1_22_AvoidPharma

ATT1_23_NothingByChance

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_16_EverythingConnected

ATT1_17_SickByChance

ATT1_18_TreatsOnlySymptoms

ATT1_19_DoctorMustHealMe

ATT1_20_HealingIsLuck

ATT1_21_IllnessBecauseOfEmotions

ATT1_22_AvoidPharma

ATT1_23_NothingByChance

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_17_SickByChance

ATT1_18_TreatsOnlySymptoms

ATT1_19_DoctorMustHealMe

ATT1_20_HealingIsLuck

ATT1_21_IllnessBecauseOfEmotions

ATT1_22_AvoidPharma

ATT1_23_NothingByChance

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_18_TreatsOnlySymptoms

ATT1_19_DoctorMustHealMe

ATT1_20_HealingIsLuck

ATT1_21_IllnessBecauseOfEmotions

ATT1_22_AvoidPharma

ATT1_23_NothingByChance

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_19_DoctorMustHealMe

ATT1_20_HealingIsLuck

ATT1_21_IllnessBecauseOfEmotions

ATT1_22_AvoidPharma

ATT1_23_NothingByChance

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_20_HealingIsLuck

ATT1_21_IllnessBecauseOfEmotions

ATT1_22_AvoidPharma

ATT1_23_NothingByChance

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_21_IllnessBecauseOfEmotions

ATT1_22_AvoidPharma

ATT1_23_NothingByChance

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_22_AvoidPharma

ATT1_23_NothingByChance

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_23_NothingByChance

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_24_IllnessBecauseOfGenes

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_25_ChemotherapyHarmful

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_26_HealingResultOfEmoDevelopment

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_27_EnergeticSystemInBody

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_28_ConfrontingEmotionalProb

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_29_RadiationTherapyHarmful

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_30_MandatoryVaccines

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_31_IllnessSymbology

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_32_TrustWesternDocs

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_33_SymptomsWillDisappear

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_34_EnergyInEastern

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_35_SeriousSymptom

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_36_UnprocessedTrauma

ATT1_37_NoBiopsy
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_37_NoBiopsy

ATT1_38_IllnessTeachesUs
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_39_OnlyNatural
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_40_StrongerComplaintsMeanHealing
## Warning: Removed 3 rows containing missing values (geom_point).

ATT1_38_IllnessTeachesUs

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_39_OnlyNatural

ATT1_40_StrongerComplaintsMeanHealing

ATT1_40_StrongerComplaintsMeanHealing